A novel statistical based feature extraction approach for the inner-class feature estimation using linear regression.
Fannia PachecoErnesto ExpositoJosé AguilarMathieu GinesteCédric BaudoinPublished in: IJCNN (2018)
Keyphrases
- linear regression
- feature extraction
- least squares
- robust regression
- multivariate regression
- kernel density estimators
- regression problems
- feature vectors
- nonlinear regression
- locally weighted
- linear feature extraction
- feature set
- ridge regression
- regression methods
- linear regression model
- generalized linear models
- linear discriminant analysis
- statistical analysis
- training set
- density estimation
- linear model
- dimension reduction
- regression method
- discriminant analysis
- statistical models
- loss function
- three dimensional
- decision trees
- feature selection